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Information Retrieval

Information retrieval is the task of ranking a list of documents or search results in response to a query

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 4131–4140 of 4740 papers

Title	Date	Tasks	Status	Hype
Unsupervised Feature Learning for Visual Sign Language Identification	Jun 1, 2014	Information RetrievalLanguage Identification	—Unverified	0
Learning Semantic Hierarchies via Word Embeddings	Jun 1, 2014	Information RetrievalWord Embeddings	—Unverified	0
Graph Ranking for Collective Named Entity Disambiguation	Jun 1, 2014	Entity DisambiguationGraph Ranking	—Unverified	0
Improving Citation Polarity Classification with Product Reviews	Jun 1, 2014	ClassificationDomain Adaptation	—Unverified	0
Hippocratic Abbreviation Expansion	Jun 1, 2014	Information RetrievalMachine Translation	—Unverified	0
Vector space semantics with frequency-driven motifs	Jun 1, 2014	Information RetrievalSemantic Composition	—Unverified	0
Applying a Naive Bayes Similarity Measure to Word Sense Disambiguation	Jun 1, 2014	Information RetrievalWord Sense Disambiguation	—Unverified	0
Predicting the relevance of distributional semantic similarity with contextual information	Jun 1, 2014	Information RetrievalSemantic Similarity	—Unverified	0
Bilingual Event Extraction: a Case Study on Trigger Type Determination	Jun 1, 2014	Event ExtractionInformation Retrieval	—Unverified	0
Polylingual Tree-Based Topic Models for Translation Domain Adaptation	Jun 1, 2014	Domain AdaptationInformation Retrieval	—Unverified	0

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All datasets BSARD MS MARCO CQADupStack TREC-PM Amazon MSLR WEB30K MSMARCO MTEB News Headlines Ohsumed

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Two-tower Bi-Encoder (RoBERTa)	Recall@100	74.78	—	Unverified
2	Siamese Bi-Encoder (RoBERTa)	Recall@100	71.63	—	Unverified
3	BM25	Recall@100	51.33	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	RetroMAE v2	MRR@10	42.58	—	Unverified
2	ConAE-256	Time (ms)	0.33	—	Unverified
3	ConAE-128	Time (ms)	0.32	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SGPT-BE-5.8B	mAP@100	0.16	—	Unverified
2	TSDAE	mAP@100	0.15	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	hpipubcommon	infNDCG	0.56	—	Unverified
2	hpictall	infNDCG	0.55	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MIND	HR@30	0.32	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Distilled Network	nDCG@10	0.53	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	RetroMAE	MRR@10	0.42	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SGPT-5.8B-msmarco	nDCG@10	50.25	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Information Retrieval + SVM	1:1 Accuracy	83.79	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	BERT+CONCEPT FILTER	NDCG	0.25	—	Unverified